Jia Yuan Yu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 57

Top Topics

Distributed Heterogeneous

Markov Processes

Markov Decision Process

Resource Allocation

Top Venues

Publications

Ningsheng Zhao, Jia Yuan Yu, Krzysztof Dzieciolowski, Trang Bui
Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective. CoRR (2024)
Farshid Faal, Ketra A. Schmitt, Jia Yuan Yu
Reward modeling for mitigating toxicity in transformer-based language models. Appl. Intell. 53 (7) (2023)
Pietro Ferraro, Jia Yuan Yu, Ramen Ghosh, Syed Eqbal Alam, Jakub Marecek, Fabian Wirth, Robert Shorten
On Unique Ergodicity Of Coupled AIMD Flows. CoRR (2022)
László Egri, Hamid Nabati, Jia Yuan Yu
RainbowTag: a Fiducial Marker System with a New Color Segmentation Algorithm. ICCVE (2022)
Vanessa Quintero, Claudio Estevez, Marcos E. Orchard, Aramis Pérez, Jia Yuan Yu, Xiang Yu
A Reliable and Simple Method to Estimate the Electric-Vehicle Battery State-of-Health. ICCVE (2022)
Jie Gao, Terrence Wong, Chun Wang, Jia Yuan Yu
A Price-Based Iterative Double Auction for Charger Sharing Markets. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Farshid Faal, Ketra Schmitt, Jia Yuan Yu
Reward Modeling for Mitigating Toxicity in Transformer-based Language Models. CoRR (2022)
Syed Eqbal Alam, Fabian Wirth, Jia Yuan Yu
Multi-resource allocation for federated settings: A non-homogeneous Markov chain model. CoRR (2021)
Dylan Troop, Fr'ed'eric Godin, Jia Yuan Yu
Bias-corrected peaks-over-threshold estimation of the CVaR. UAI (2021)
Farshid Faal, Jia Yuan Yu, Ketra Schmitt
Domain Adaptation Multi-task Deep Neural Network for Mitigating Unintended Bias in Toxic Language Detection. ICAART (2) (2021)
Xiaofeng Wang, Jianhua Li, Li Yang, Hongmei Mi, Jia Yuan Yu
Weakly-supervised learning for community detection based on graph convolution in attributed networks. Int. J. Mach. Learn. Cybern. 12 (12) (2021)
Farshid Faal, Ketra Schmitt, Jia Yuan Yu
Protecting marginalized communities by mitigating discrimination in toxic language detection. ISTAS (2021)
Syed Eqbal Alam, Fabian Wirth, Jia Yuan Yu, Robert Shorten
The Convergence of Finite-Averaging of AIMD for Distributed Heterogeneous Resource Allocations. CoRR (2020)
Farshid Faal, Jia Yuan Yu, Ketra Schmitt
Transformer Decoder Based Reinforcement Learning Approach for Conversational Response Generation. IJCNN (2020)
Himani Saini, Viral Thakar, Riddhi Dasani, Jia Yuan Yu
Detecting Fashion Apparels and their Landmarks. WI/IAT (2020)
Mohammad Akif Beg, Jia Yuan Yu
Generating Embroidery Patterns Using Image-to-Image Translation. CoRR (2020)
Luyang Hou, Shuai Ma, Jun Yan, Chun Wang, Jia Yuan Yu
Reinforcement Mechanism Design for Electric Vehicle Demand Response in Microgrid Charging Stations. IJCNN (2020)
Shuai Ma, Jia Yuan Yu
Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping. SMC (2019)
Shuai Ma, Jia Yuan Yu
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning. AAAI (2019)
Fabian R. Wirth, Sonja Stüdli, Jia Yuan Yu, Martin Corless, Robert Shorten
Nonhomogeneous Place-dependent Markov Chains, Unsynchronised AIMD, and Optimisation. J. ACM 66 (4) (2019)
Shuai Ma, Jia Yuan Yu
Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping. CoRR (2019)
Jie Gao, Jia Yuan Yu, Chun Wang, Terrence Wong
Scheduling Electric Vehicles to Chargers through Iterative Double Auction Mechanism. ISC2 (2019)
Jie Gao, Terrence Wong, Chun Wang, Jia Yuan Yu
A Price-Based Iterative Double Auction for Charger Sharing Markets. CoRR (2019)
Shuai Ma, Jia Yuan Yu, Ahmet Satir
A Scheme for Dynamic Risk-Sensitive Sequential Decision Making. CoRR (2019)
Dylan Troop, Fréderic Godin, Jia Yuan Yu
Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR. CoRR (2019)
Hyame Assem Alameddine, Chadi Assi, Mosaddek Hossain Kamal Tushar, Jia Yuan Yu
Low-Latency Service Schedule Orchestration in NFV-based Networks. NetSoft (2019)
Syed Eqbal Alam, Robert Shorten, Fabian Wirth, Jia Yuan Yu
Distributed Algorithms for Internet-of-Things enabled Prosumer Markets: A Control Theoretic Perspective. CoRR (2018)
Hamid Nabati, Jia Yuan Yu
Distributed, Private, and Derandomized Allocation Algorithm for EV Charging. ISC2 (2018)
Viral Thakar, Himani Saini, Walid Ahmed, Mohammad M. Soltani, Ahmed Aly, Jia Yuan Yu
Efficient Single-Shot Multibox Detector for Construction Site Monitoring. CoRR (2018)
Viral Thakar, Himani Saini, Walid Ahmed, Mohammad M. Soltani, Ahmed Aly, Jia Yuan Yu
Efficient Single-Shot Multibox Detector for Construction Site Monitoring. ISC2 (2018)
Ellen Mitsopoulou, Ioannis Boutsis, Vana Kalogeraki, Jia Yuan Yu
A Cost-Aware Incentive Mechanism in Mobile Crowdsourcing Systems. MDM (2018)
Syed Eqbal Alam, Robert Shorten, Fabian Wirth, Jia Yuan Yu
Derandomized Distributed Multi-resource Allocation with Little Communication Overhead. CoRR (2018)
Hamid Nabati, Jia Yuan Yu
Distributed, Private, and Derandomized Allocation Algorithm for EV Charging. CoRR (2018)
Viral Thakar, Walid Ahmed, Mohammad M. Soltani, Jia Yuan Yu
Ensemble-based Adaptive Single-shot Multi-box Detector. ISNCC (2018)
Viral Thakar, Walid Ahmed, Mohammad M. Soltani, Jia Yuan Yu
Ensemble-based Adaptive Single-shot Multi-box Detector. CoRR (2018)
Kamal Chaturvedi, Jia Yuan Yu, Shrisha Rao
Distributed and Efficient Resource Balancing Among Many Suppliers and Consumers. CoRR (2018)
Syed Eqbal Alam, Robert Shorten, Fabian Wirth, Jia Yuan Yu
Communication-efficient Distributed Multi-resource Allocation. ISC2 (2018)
Syed Eqbal Alam, Robert Shorten, Fabian Wirth, Jia Yuan Yu
On the control of agents coupled through shared resources. CoRR (2018)
Syed Eqbal Alam, Robert Shorten, Fabian Wirth, Jia Yuan Yu
Derandomized Distributed Multi-resource Allocation with Little Communication Overhead. Allerton (2018)
Syed Eqbal Alam, Robert Shorten, Fabian Wirth, Jia Yuan Yu
Communication-efficient Distributed Multi-resource Allocation. CoRR (2018)
Kamal Chaturvedi, Jia Yuan Yu, Shrisha Rao
Distributed and Efficient Resource Balancing Among Many Suppliers and Consumers. SMC (2018)
Shuai Ma, Jia Yuan Yu
Distribution Estimation in Discounted MDPs via a Transformation. CoRR (2018)
Pooyan Ehsani, Jia Yuan Yu
The Merits of Sharing a Ride. CoRR (2017)
Ribal F. Atallah, Chadi M. Assi, Jia Yuan Yu
A Reinforcement Learning Technique for Optimizing Downlink Scheduling in an Energy-Limited Vehicular Network. IEEE Trans. Veh. Technol. 66 (6) (2017)
Pooyan Ehsani, Jia Yuan Yu
The merits of sharing a ride. Allerton (2017)
Eoin Thompson, Rodrigo H. Ordóñez-Hurtado, Wynita M. Griggs, Jia Yuan Yu, Brian Mulkeen, Robert Shorten
On charge point anxiety and the sharing economy. ITSC (2017)
Shuai Ma, Jia Yuan Yu
Transition-based versus state-based reward functions for MDPs with Value-at-Risk. Allerton (2017)
Syed Eqbal Alam, Robert Shorten, Fabian Wirth, Jia Yuan Yu
Distributed Multi-resource Allocation with Little Communication Overhead. CoRR (2017)
Mehdi Merai, Jia Yuan Yu
Joint Energy Demand Prediction and Control. AFRICATEK (2017)
Joe Naoum-Sawaya, Jia Yuan Yu
Ridesharing for emergency evacuation. INFOR Inf. Syst. Oper. Res. 55 (4) (2017)
Shuai Ma, Jia Yuan Yu
Effect of Reward Function Choices in Risk-Averse Reinforcement Learning. CoRR (2016)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
Pricing Vehicle Sharing with Proximity Information. CoRR (2016)
Wynita M. Griggs, Jia Yuan Yu, Fabian R. Wirth, Florian Hausler, Robert Shorten
On the Design of Campus Parking Systems With QoS Guarantees. IEEE Trans. Intell. Transp. Syst. 17 (5) (2016)
Kenneth Humphreys, Jia Yuan Yu
Crowdsourced electricity demand forecast. ISC2 (2016)
Nikolaos Panagiotou, Ioannis Katakis, Dimitrios Gunopulos, Vana Kalogeraki, Elizabeth Daly, Jia Yuan Yu, Brendan O'Brien
Mining hidden constrained streams in practice: Informed search in dynamic filter spaces. ASONAM (2016)
Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. ECML/PKDD (3) (2016)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
r-extreme signalling for congestion control. Int. J. Control 89 (10) (2016)
Laura Brink, Robert Shorten, Jia Yuan Yu
Signaled Queueing. AAMAS (2015)
Yinlam Chow, Jia Yuan Yu
Real-time Bidding based Vehicle Sharing. CoRR (2015)
François Schnitzler, Jia Yuan Yu, Shie Mannor
Sensor Selection for Crowdsensing Dynamical Systems. AISTATS (2015)
Yinlam Chow, Jia Yuan Yu
Real-time Bidding based Vehicle Sharing. AAMAS (2015)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
Signalling and obfuscation for congestion control. Int. J. Control 88 (10) (2015)
Pengqian Yu, Jia Yuan Yu, Huan Xu
Central-limit approach to risk-aware Markov decision processes. CoRR (2015)
Fabian R. Wirth, Sonja Stüdli, Jia Yuan Yu, Martin J. Corless, Robert Shorten
Asynchronous algorithms for network utility maximisation with a single bit. ECC (2015)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
Congestion Management by Obfuscation. CoRR (2014)
Bernard Gorman, Jakub Marecek, Jia Yuan Yu
Traffic Management Using RTEC in OWL 2 RL. ISWC (Industry Track) (2014)
Long Tran-Thanh, Jia Yuan Yu
Functional Bandits. CoRR (2014)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
Congestion Management by Interval Signaling. CoRR (2014)
Sébastien Gerchinovitz, Jia Yuan Yu
-balls. Theor. Comput. Sci. 519 (2014)
Ningsheng Zhao, Jia Yuan Yu, Krzysztof Dzieciolowski, Trang Bui
Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective. SAIV (2014)
Martin Mevissen, Emanuele Ragnoli, Jia Yuan Yu
Data-driven Distributionally Robust Polynomial Optimization. NIPS (2013)
Jia Yuan Yu, Evdokia Nikolova
Sample Complexity of Risk-Averse Bandit-Arm Selection. IJCAI (2013)
Ramakrishna Gummadi, Ramesh Johari, Jia Yuan Yu
Mean field equilibria of multi armed bandit games. Allerton Conference (2012)
Ramakrishna Gummadi, Ramesh Johari, Jia Yuan Yu
Mean field equilibria of multiarmed bandit games. EC (2012)
Sébastien Bubeck, Gilles Stoltz, Jia Yuan Yu
Lipschitz Bandits without the Lipschitz Constant. ALT (2011)
Jia Yuan Yu, Shie Mannor
Unimodal Bandits. ICML (2011)
Sébastien Gerchinovitz, Jia Yuan Yu
Adaptive and Optimal Online Linear Regression on ℓ1-Balls. ALT (2011)
Sébastien Gerchinovitz, Jia Yuan Yu
Adaptive and Optimal Online Linear Regression on L1-balls CoRR (2011)
Jia Yuan Yu, Shie Mannor
Piecewise-stationary bandit problems with side observations. ICML (2009)
Shie Mannor, John N. Tsitsiklis, Jia Yuan Yu
Online Learning with Sample Path Constraints. J. Mach. Learn. Res. 10 (2009)
Jia Yuan Yu, Shie Mannor
Online learning in Markov decision processes with arbitrarily changing rewards and transitions. GAMENETS (2009)
Jia Yuan Yu, Shie Mannor
Arbitrarily modulated Markov decision processes. CDC (2009)
Jia Yuan Yu, Shie Mannor, Nahum Shimkin
Markov Decision Processes with Arbitrary Reward Processes. Math. Oper. Res. 34 (3) (2009)
Jia Yuan Yu, Shie Mannor, Nahum Shimkin
Markov Decision Processes with Arbitrary Reward Processes. EWRL (2008)
Branislav Kveton, Jia Yuan Yu, Georgios Theocharous, Shie Mannor
A Lazy Approach to Online Learning with Constraints. ISAIM (2008)
Branislav Kveton, Jia Yuan Yu, Georgios Theocharous, Shie Mannor
Online Learning with Expert Advice and Finite-Horizon Constraints. AAAI (2008)
Jia Yuan Yu, Shie Mannor
Efficiency of Market-Based Resource Allocation among Many Participants. IEEE J. Sel. Areas Commun. 25 (6) (2007)
Jia Yuan Yu, Shie Mannor
Asymptotics of Efficiency Loss in Competitive Market Mechanisms. INFOCOM (2006)